Treatment outcomes 24 months after initiating short, all-oral bedaquiline-containing or injectable-containing rifampicin-resistant tuberculosis treatment regimens in South Africa: a retrospective cohort study

Summary Background There is a need for short and safe all-oral treatment of rifampicin-resistant tuberculosis. We compared outcomes up to 24 months after treatment initiation for patients with rifampicin-resistant tuberculosis in South Africa treated with a short, all-oral bedaquiline-containing regimen (bedaquiline group), or a short, injectable-containing regimen (injectable group). Methods Patients with rifampicin-resistant tuberculosis, aged 18 years or older, eligible for a short regimen starting treatment between Jan 1 and Dec 31, 2017, with a bedaquiline-containing or WHO recommended injectable-containing treatment regimen of 9–12 months, registered in the drug-resistant tuberculosis database (EDRWeb), and with known age, sex, HIV status, and national identification number were eligible for study inclusion; patients receiving linezolid, carbapenems, terizidone or cycloserine, delamanid, or para-aminosalicylic acid were excluded. Bedaquiline was given at a dose of 400 mg once daily for two weeks followed by 200 mg three times a week for 22 weeks. To compare regimens, patients were exactly matched on HIV and ART status, previous tuberculosis treatment history, and baseline acid-fast bacilli smear and culture result, while propensity score matched on age, sex, province of treatment, and isoniazid-susceptibility status. We did binomial linear regression to estimate adjusted risk differences (aRD) and 95% CIs for 24-month outcomes, which included: treatment success (ie, cure or treatment completion without evidence of recurrence) versus all other outcomes, survival versus death, disease free survival versus survival with treatment failure or recurrence, and loss to follow-up versus all other outcomes. Findings Overall, 1387 (14%) of 10152 patients with rifampicin-resistant tuberculosis treated during 2017 met inclusion criteria; 688 in the bedaquiline group and 699 in the injectable group. Four patients (1%) had treatment failure or recurrence, 44 (6%) were lost to follow-up, and 162 (24%) died in the bedaquiline group, compared with 17 (2%), 87 (12%), and 199 (28%), respectively, in the injectable group. In adjusted analyses, treatment success was 14% (95% CI 8–20) higher in the bedaquiline group than in the injectable group (70% vs 57%); loss to follow-up was 4% (1–8) lower in the bedaquiline group (6% vs 12%); and disease-free survival was 2% (0–5) higher in the bedaquiline group (99% vs 97%). The bedaquiline group had 8% (4–11) lower risk of mortality during treatment (17·0% vs 22·4%), but there was no difference in mortality post-treatment. Interpretation Patients in the bedaquiline group experienced significantly higher rates of treatment success at 24 months. This finding supports the use of short bedaquiline-containing regimens in eligible patients. Funding WHO Global TB Programme. Translation For the French translation of the abstract see Supplementary Materials section.


Introduction
Tuberculosis is a public health emergency, resulting in around 1·5 million deaths annually. 1 HIV co-infection and Mycobacterium tuberculosis strains resistant to rifampicinthe most effective tuberculosis drug-reduce the probability of treatment success. South Africa, like many other African countries, has a high burden of HIV, tuberculosis, and rifampicin-resistant tuberculosis. 1 Approximately two-thirds of patients with rifampicinresistant tuberculosis are people living with HIV (PLHIV). For many years, rifampicin-resistant tuberculosis treatment regimens were toxic and had poor effectiveness, leading to successful treatment outcomes in less than 50% of patients. Until 2017, the duration of treatment of rifampicin-resistant tuberculosis in South Africa was 18-24 months, including 6-8 months of an injectable agent, such as kanamycin, which resulted in ototoxicity and nephrotoxicity in many patients.
South Africa implemented the bedaquiline clinical access programme (BCAP) 2 from March 2013, to March 2015, to add bedaquiline for treatments of 18 months or longer. The BCAP enrolled selected patients with rifampicin-resistant tuberculosis including those with extensively drug-resistant tuberculosis-at the time defined as patients infected by Mycobacterium tuberculosis strains that are resistant to rifampicin, an injectable, and a fluoroquinolone. 3 The programme resulted in substantially improved treatment outcomes with 73% of patients successfully treated. 4 From 2015, bedaquiline was given to all patients receiving long rifampicin-resistant tuberculosis regimens who presented with ototoxicity.
A shorter, injectable-containing, WHO-recommended rifampicin-resistant tuberculosis regimen was introduced in South Africa in 2017. 3,5 This regimen, comprising kanamycin, moxifloxacin, clofazimine, ethionamide, highdose isoniazid, ethambutol, and pyrazinamide, was given for 9-12 months. Patients with newly diagnosed rifampicin-resistant tuberculosis with no previous history of treatment with second-line anti-tuberculosis drugs and whose isolates were susceptible to injectables and fluoroquinolones were eligible to receive the regimen. However, toxicity remained a concern. 6 Initially, in South Africa, patients initiating treatment with kanamycin received bedaquiline if kanamycin was stopped due to toxicity. 7 However, high rates of new or worsening ototoxicity and nephrotoxicity plus poor patient acceptance related to painful injections 6 led to a decision to instead initiate patients on short, all-oral, bedaquiline-containing rifampicin-resistant tuberculosis treatment regimen. This regimen was identical to the injectable-containing regimen, except that bedaquiline replaced kanamycin from the outset of treatment.
The objective of this study was to compare 24-month outcomes between patients initiated on an injectablecontaining or bedaquiline-containing short regimen for rifampicin-resistant tuberculosis in South Africa in 2017.

Study design and participants
Management of rifampicin-resistant tuberculosis in South Africa is decentralised and handled at the subdistrict

Research in context
Evidence before this study In 2017, 57% of patients worldwide treated for rifampicinresistant tuberculosis had a successful outcome (cure or complete treatment). Early discontinuation of therapy based on patient's decision (loss to follow-up) was a common reason for poor outcomes; loss to follow-up is associated with 18-24-month treatment duration and medication toxicity. In 2013, WHO first recommended use of a standard shorter regimen based on observational studies in Bangladesh. In 2017, this regimen was introduced in South Africa. However, high levels of ototoxicity were noted shortly after introduction. Based on South Africa's successful experience replacing these injectables with the new oral drug bedaquiline in longer rifampicin-resistant tuberculosis regimens, South Africa began also replacing the injectables used in short regimens with bedaquiline under programmatic conditions, and slowly expanded its implementation. We searched PubMed on Nov 15, 2021, using the terms ((((tuberculosis) AND ((rifampin-resistant) OR (rifampicin-resistant))) AND (all-oral)) AND (bedaquiline)) AND (short) without language restrictions. We identified only one study evaluating a bedaquilinecontaining all-oral short regimen for rifampicin-resistant tuberculosis, although the regimen differed from the one we evaluated. Despite being a non-comparative study and including only three health facilities in South Africa, the study found a high treatment success rate with the bedaquiline-containing regimen.

Added value of this study
In this study used to inform WHO rifampicin-resistant tuberculosis treatment guidelines, we report on the outcomes from the introduction of the bedaquiline-containing short regimen in South Africa. We showed that all-oral bedaquilinecontaining short regimens were associated with an absolute improvement in rifampicin-resistant tuberculosis treatment success of 14% when compared with injectable-containing short regimens. Patients receiving the bedaquiline-containing regimen had risks of mortality during treatment that were 8% lower than patients receiving injectable-containing regimen. Disease recurrence after treatment success was rare and post-treatment mortality was similar between groups. These results were robust in several subgroup analyses.

Implications of all the available evidence
Results from our large programmatic cohort in a high HIV-burden country provide evidence that bedaquiline used in a shorter rifampicin-resistant tuberculosis treatment regimen is associated with higher rates of treatment success 24 months after treatment initiation and associated with lower risk of mortality during treatment than an injectable-containing regimen. These results led to the 2020 WHO recommendation for the use of bedaquiline in shorter rifampicin-resistant tuberculosis regimens under programmatic conditions. Despite a short duration of treatment, disease recurrence, as measured by re-initiation of rifampicinresistant tuberculosis treatment, was rare. Although injectablecontaining short regimens had substantially lower loss to follow-up than longer regimens in previous studies, we found bedaquiline-containing short regimens might be associated with even further reductions. Clinicians and policy makers in countries that are still using injectable-based regimens might use our analysis to re-evaluate their practices. level across 658 facilities. All individuals with presumptive tuberculosis are tested for tuberculosis and rifampicinresistance using the Xpert MTB/RIF assay (Cepheid, Sunnyvale, CA, USA). South Africa implemented the Xpert MTB/RIF Ultra in October 2017 in a phased approach. Guidelines state all rifampicin-resistant patients should be tested for isoniazid, rifampicin, fluoroquinolone, and second-line injectable drug resistance using GenoType MTBDRplus and GenoType MTBDRsl (Hain Lifescience, Nehren, Germany). Stable patients in fair to good clinical condition initiate rifampicin-resistant tuberculosis treatment as outpatients, whereas ill or unstable patients in poorer condition are hospitalised and initiate rifampicin-resistant tuberculosis treatment as inpatients. 8,9 All patients with rifampicin-resistant tuberculosis receive community-based or facility-based directly observed (ie, therapy observed by a health worker, family member, or treatment support worker) therapy. EDRWeb-the national electronic registry-contains all records of people initiating drug-resistant tuberculosis treatment and contains data regarding previous treatment history, patient demographics, results of drug susceptibility testing, treatment received, microbiological testing, and end of treatment outcomes from Jan 1, 2009, onwards. 10 Records of all patients initiating treatment for rifampicinresistant tuberculosis with or without isoniazid resistance from Jan 1 to Dec 31, 2017 using a short treatment regimen with an intended duration of less than 12 months registered in the national drug-resistant tuberculosis database EDRWeb were eligible for inclusion. In South Africa, to be eligible for either short regimen, patients had to be newly diagnosed with rifampicin-resistant tuberculosis, without history of previous treatment with second-line tuberculosis drugs, and without confirmed or suspected resistance to fluoroquinolones, second-line injectables, or both. Additional inclusion criteria for the analysis were: treatment duration of 13 months or less and receipt of the injectablecontaining or bedaquiline-containing regimen. Exclusion criteria were use of cycloserine or terizidone, paraaminosalicylic acid, delamanid, carbapenems, or linezolid, and patients with missing information on the regimen they received. Additionally, we excluded patients who were aged younger than 18 years old, or had unknown HIV status, sex, or age, or their national ID number was not recorded in EDRWeb. Patients who initially received an injectable and later bedaquiline (or vice-versa) were also excluded. This analysis was approved by Human Research Ethics Committee, Medical of University of Witwatersrand (Johannesburg, South Africa; #M210979). The requirement to obtain informed consent for individual patients was waived since this was a retrospective record review. No patients were contacted directly, nor underwent any study specific procedures.

Procedures
The short, WHO-recommended, injectable-containing regimen consisted of 9-12 months of moxifloxacin (daily, oral 10-15 mg/kg, maximum of 400 mg) or levofloxacin (daily, oral 15-20 mg/kg, maximum of 1000 mg), clofazimine (daily, oral 2-5 mg/kg, maximum of 100 mg), ethambutol (daily, oral 15-25 mg/kg, maximum of 1200 mg), and pyrazinamide (daily, oral 20-30 mg/kg, maximum of 2000 mg), supplemented with high-dose isoniazid (daily, oral 10-15 mg/kg, maximum of 600 mg), ethionamide or prothionamide (daily, oral 15-20 mg/kg, maximum of 750 mg), and an injectable (kanamycin [daily, 15-20 mg/kg, maximum of 1000 mg], amikacin [daily, 15-20 mg/kg, imaximum of 1000 mg], or capreomycin [daily, 15-20 mg/kg, maximum of 1000 mg]), delivered intramuscularly, for the first 4-6 months. 3 The short bedaquiline-containing regimen consisted of 9-12 months of levofloxacin or moxifloxacin, clofazimine, ethambutol, and pyrazinamide (same doses and routes as the injectable-containing regimen), and supplemented with bedaquiline for the first 6 months and ethionamide or prothionamide and high-dose isoniazid (same doses and routes as the injectablecontaining regimen) for the first 4 months. Bedaquiline was given at a dose of 400 mg once daily for two weeks followed by 200 mg three times a week for 22 weeks. 7 Among patients receiving bedaquiline, levofloxacin was favoured over moxifloxacin because it has less of an effect on the QT interval. 11 End-of-treatment outcomes were obtained from EDRWeb. End-of-treatment outcomes were recorded by the treating clinician following South Africa guidelines. To obtain information on death up to 24 months after initiation of treatment, the national ID numbers recorded in EDRWeb were matched with national death registry data.
Tuberculosis smear microscopy and culture was conducted routinely on sputum samples collected from all patients at treatment start, and monthly while on treatment thereafter. Laboratory tests, including electrolytes, renal function, liver function, thyroid function test, and full blood count, were done on the same schedule. High-frequency-enabled audiometers were used to monitor auditory function in patients receiving injectable rifampicin-resistant tuberculosis drugs. As per WHO recommendations 12 and RSA guidelines, 7,13 Fridericia-formula corrected QT (QTcF) intervals were measured at baseline, two times in the first month and then monthly while on bedaquiline. Patients with a baseline QTcF interval of more than 450 ms, clinically significant ECG abnormality at screening, or a family history of prolonged QT syndrome were excluded from receiving bedaquiline as per treatment guidelines.

Outcomes
End-of treatment outcomes included cure, complete treatment, treatment failure, loss to follow-up during treatment, and death during treatment. 7 Recurrence of tuberculosis among people whose end-oftreatment outcome was recorded as complete treatment or cure was ascertained by probabilistic matching using name, date of birth, and national ID number in EDRWeb to determine if the same person was reinitiated on rifampicin-resistant tuberculosis therapy within 24 months of initiating treatment.
In this study, we defined treatment success as an end-of-treatment outcome of cure or complete treatment without evidence of death or recurrence up to 24 months after treatment initiation; failure or recurrence was defined as survival at least 24 months after treatment initiation and an end-of-treatment outcome of failure (defined according to WHO and RSA guidelines; ie, treatment terminated or discontinuation of at least two drugs due to intolerance or adverse event or drug resistance, or failure to culture convert or culture reversion after conversion) or an end-of-treatment outcome of success with evidence of recurrence during follow-up after treatment completion; loss to follow-up was defined as an end of treatment outcome of loss to follow-up (ie, treatment interruption of at least 2 consecutive months) without evidence of death; and death was defined as death of any cause up to 24 months after treatment initiation.
We retrospectively extracted the data for the patient cohort from EDRWeb on June 30, 2019, and collected 24-month outcomes for all included patients on July 31, 2020.

Statistical analysis
The primary analysis compared 24-month outcomes among patients receiving the injectable-containing regimen (injectable group) with those receiving the bedaquiline-containing regimen (bedaquiline group). We considered multiple outcome comparisons between the regimens: success versus all other outcomes; survival versus death; disease-free survival versus survival with treatment failure or recurrence (excluding patients who died); and loss to follow-up versus all other outcomes.
To compare outcomes between treatment groups, we did binomial linear regression. We used a combination of exact and propensity-score based matching to generate similar patient populations and minimise confounding. To assess which variables to exactly match and which variables to propensity-score match for multivariable analysis, we conducted univariable analysis on a-priori selected covariates for the comparison of success versus all other outcomes. This comparison was chosen because it encompasses the most important comparison used in country-level and WHO-level measures of effectiveness of rifampicin-resistant tuberculosis treatment. These variables included age, sex, HIV (with or without antiretroviral therapy [ART]), previous treatment with first-line drugs, isoniazid resistance, acid fast bacilli (AFB) smear positivity 4 weeks before or 2 weeks after treatment start, and culture positivity 4 weeks before or 2 weeks after treatment start. Using this analysis, we exactly matched patients on HIV (negative, positive on ART, or positive without ART), AFB smear (positive, negative, or unknown), culture (positive, negative, or unknown), and previous treatment with first-line drugs (yes or no), whereas propensity-score matched using a caliper distance of 0·5 SD 14 of the logit propensity score for age (continuous), sex (man or woman), isoniazid resistance (susceptible, resistant, or unknown), and province where patient received treatment (any of the nine provinces in South Africa) in multivariable analyses. Matching was done without replacement in a 1:1 ratio. We visually assessed the balance of matching covariates using Love plots. 15 Through multivariable analyses we estimated the adjusted risk differences (aRD) and corresponding 95% CIs for each of our outcome comparisons between treatment regimens. In stratified analysis, we repeated these analyses for different populations: PLHIV receiving ART, HIV-negative patients, patients AFB smear-positive at baseline, patients AFB smear-negative at baseline, patients previously treated with first-line tuberculosis drugs, and patients never previously treated for tuberculosis. We conducted a post-hoc sensitivity analysis using a stricter caliper distance of 0·2 SDs during propensity score matching to see if this might affect the findings of our primary analysis.
In secondary analysis, we first constructed curves for the cumulative incidence of death from treatment initiation to 24 months between the injectable and bedaquiline group on the matched population from our primary analysis of survival versus death. Next, using the entire population, we performed an analysis of factors associated with death at any time, death during treatment, and death posttreatment. In this analysis, we did not use matching as we were interested in the potential role of different risk factors. We did multivariable binomial linear regression on the total population (ie, both treatment groups with a covariate for regimen received) and on the population stratified by received treatment; we included the same variables in the multivariable model as we did in the matched analysis. As we noticed the strongest effect on mortality was early during treatment, we conducted a post-hoc sensitivity analysis evaluating factors for early death (death within 3 months of treatment initiation) and late death (death at least 3 months after treatment initiation). Finally, we estimated median time to death from treatment initiation in the bedaquiline and injectable groups and compared them using a Kruskal-Wallis test.
All data analysis was performed in R (version 4.0.3), with matching done using the package MatchIt (version 4.1.0).

Role of the funding source
The sponsor of the study had no role in study design, data collection, data analysis, data interpretation, or writing of the report.

Results
At the time of data extraction, 10 152 patients were initiated on rifampicin-resistant tuberculosis treatment in South Africa during 2017. Among these patients, 1516 (15%) had resistance to a fluoroquinolone, secondline injectable, or both, and 588 (6%) had received previous treatment with second-line drugs, making them ineligible for short regimens. Of the remaining 8048 patients, 5279 (66%) were excluded, most commonly for receiving a longer (ie, intended duration of at least 18 months) regimen (n=4562). 3246 patients had received a short regimen, but 477 were excluded, mainly because the treatment end date was more than 13 months after treatment starting date (n=354). Of the 2769 patients eligible for inclusion, 1382 patients were excluded, most commonly due to receiving both bedaquiline and an injectable drug (n=665). Overall, 1387 patients were included in this analysis, of whom 688 were in the bedaquiline group and 699 were in the injectable group (figure 1). The distribution of included patients by province of treatment is shown in the appendix 2 (p 2).
Patients in the bedaquiline group were older (table 1), with a median age of 42 years (IQR 33-51) versus 34 years (28-42; p<0·0001) in the injectable group. Patients in the bedaquiline group were also more likely to be men (p=0·032). There were similar proportions of PLHIV in both groups (p=0·13). Although PLHIV in the bedaquiline group were more likely to have received ART (p=0·0054), ART use in both groups was greater than 90%. Among patients in the injectable group,    and 162 (24%) died in the bedaquiline group, compared with 17 (2%), 87 (12%), and 199 (28%), respectively, in the injectable group. Univariable analysis of different covariates showed that HIV, previous treatment, baseline AFB smear positivity, and baseline culture were most strongly associated with 24-month outcomes (appendix 2 p 4) and thus were exactly matched on in multivariable analysis.
A total of 361 deaths occurred within 24 months of treatment initiation. Among the 162 (24%) of 688 patients in the bedaquiline group who died within 24 months of treatment initiation, median time to death was 4·9 months (IQR 1·2-11·0); and among the 199 (28%) of 699 patients who died in the injectable group, the median time to death was 2·5 months (1·0-8·8; p=0·026 by Kruskal Wallis). Among the matched population (485 patients in each group), the cumulative proportion of death was significantly higher in the injectable group (figure 2). In the total population, findings were similar. Risk of mortality up to 24 months post treatment initiation was significantly lower in the bedaquiline group compared with the injectable group (aRD -8%; 95% CI -11 to -5; table 3). In the bedaquiline group, 117 (17%) of 688 patients died during treatment compared with 159 (23%) of 699 patients in the injectable group (-8%; -11 to -4). Post-treatment, 45 (7%) patients in the bedaquiline group died compared with 40 (6%) in the injectable group (0%; -1 to 2).
Sex and isoniazid resistance were not associated with risk of mortality. HIV and ART status, previous tuberculosis treatment, and increasing age were significantly associated with mortality during treatment. The characteristics associated with post-treatment mortality were baseline culture, increasing age, and history of previous tuberculosis treatment (table 3).
When stratifying the analysis according to treatment received (appendix 2 pp 8-9), we found similar findings, except that in people receiving a bedaquiline-containing regimen, risk of death was not greater among PLHIV receiving ART than people who were HIV negative.
In sensitivity analysis evaluating death within the first three months of treatment versus after three months, 171 (47%) of 361 deaths (63 in the bedaquiline group and 108 in the injectable group) happened within the first three months of treatment initiation, and 190 (53%) deaths (99 in the bedaquiline group and 91 in the injectable group) happened after three months of treatment. Findings from regression analyses were qualitatively similar to those of on-treatment mortality versus posttreatment mortality (figure 2, appendix 2 pp 10-12).

Discussion
We measured and compared treatment outcomes for patients with rifampicin-resistant tuberculosis treated with a short, bedaquiline-containing regimen and patients treated with a short, injectable-containing regimen. We found that the bedaquiline-containing regimen was associated with higher probability of treatment success 24 months after treatment initiation, lower risk of loss to follow-up, and lower risk of mortality during treatment. Importantly, PLHIV receiving ART did not appear to be at increased risk of mortality compared with HIV negative patients in the bedaquiline group.
Poor outcomes in the context of rifampicin-resistant tuberculosis treatment are driven by high death rates and high losses to follow-up. 16,17 Indeed, loss to follow-up is one of the two major challenges experienced by the South Africa National TB Programme. 10 A study by Abidi and colleagues 18 found that the major benefit of shorter  rifampicin-resistant tuberculosis treatment regimens is the lower loss to follow-up rate. Therefore, it is interesting that the bedaquiline group had significantly lower risk of loss to follow-up compared with the injectable group receiving treatment of the same duration. One explanation for this finding is that bedaquiline is better tolerated than injectables, leading to better treatment adherence. 19 The reduction in mortality associated with bedaquiline has previously been demonstrated in longer rifampicinresistant tuberculosis treatment regimens. 16 Although we recognise that mortality remains high in our cohort, which we speculate might be due to advanced HIV or delayed health-care seeking, diagnosis, or both, which results in advanced disease at diagnosis. 20 Another study conducted in South Africa showed increased treatment success rate with bedaquiline among patients with rifampicin-resistant tuberculosis on longer treatment regimens. 21 It appears that the same benefit might be achieved using shorter treatment regimens, particularly in the first three months of treatment, as highlighted in this analysis. This finding is consistent with a metaanalysis 22 that established that the use of injectable agents was associated with higher mortality among patients with rifampicin-resistant tuberculosis and other meta-analyses 22,23 that suggested bedaquiline has the potential to achieve a higher sputum culture conversion rate and a lower mortality risk among patients with rifampicin-resistant tuberculosis compared with patients not receiving bedaquiline. A study by Tack and colleagues 24 suggests an all-oral, bedaquiline-based regimen that includes linezolid is safe and effective; however, the study was not comparative and it remains  to be elucidated if such a regimen would be superior to the bedaquiline-containing regimen (without linezolid) in this analysis. The findings of increased risk of unfavourable rifampicin-resistant tuberculosis treatment outcomes among PLHIV who were not on ART further supports the need to establish HIV infection status and initiate ART. Furthermore, our findings of similar risk of mortality among HIV-negative people and PLHIV on ART in the bedaquiline group support the use of bedaquiline among PLHIV on ART and reinforce the importance of timely initiation of ART regimens among PLHIV. 25 The bedaquiline-containing regimen presented in this study has a significant pill burden; however, its shorter length is likely to make it preferable than a regimen with a smaller daily pill burden lasting 18-20 months. 3 Further, it is also likely to be preferred over the injectablecontaining short regimen in this study, as it replaces the injectable agent-which is difficult to administer and associated with ototoxicity and other side-effects-with an oral medication.
The South African National HIV/TB strategic plan provides a target of 75% treatment success rate for all rifampicin-resistant tuberculosis or multidrug-resistant tuberculosis by 2022. 26 Despite substantially improved outcomes in the bedaquiline group in this study, additional research is required to further improve regimen effectiveness, safety, and completion for all patients with rifampicin-resistant tuberculosis. This research might include substitution of more effective drugs into the short regimen, or the use of novel drugs and regimens, such as those containing delamanid or pretomanid. 27 Our study has several limitations. It is based on observational data that cannot determine physician's reasoning to start someone on a particular regimen and might not capture all important patient characteristics, which could cause residual confounding. Different provinces had differential roll out of bedaquiline. We attempted to account for differences between patients treated across provinces by including it as a variable in propensity score matching. The assessment of outcomes post-treatment required a valid national ID to be registered, which might lead to selection bias. Although this analysis included many patients, they were all from South Africa and a majority had HIV-coinfection. Further research is required to ensure our findings are generalisable, although stratified analyses did not identify important differences in outcomes among PLHIV and people without HIV. We did not assess safety of the regimens in this study, however previous analyses have shown bedaquiline is safer 19,24,[28][29][30] and associated with substantially lower rates of treatment discontinuation than injectables. 19 Finally, due to the nature of programmatic data, there might be misclassification bias of patients in the registry who were initially started on a short regimen and had to switch to a long regimen. This misclassification would lead to under-ascertainment of treatment failure, however all available evidence previous to this study suggests regimen switches would be more common with injectable-containing regimens. 10 A major strength of our study is the 24-month followup of patients initiating short rifampicin-resistant tuberculosis regimens in routine conditions. The results reported in this study led to new WHO recommendations for the use of bedaquiline in shorter rifampicin-resistant tuberculosis treatment regimens. 31 The use of national identification numbers enabled an analysis of recurrence and mortality in the year following treatment completion. This analysis indicated that both regimens were associated with low rates of recurrence (0·2% bedaquiline vs 1% injectables), similar to those observed in a multinational study of the injectable-containing regimen, 32 while also finding that post-treatment mortality was common and similar in the two treatment groups (7·9% bedaquiline vs 7·4% injectables). The availability of individual-level data allowed adjustment for potential confounders and helped reduce biases that could emerge from identifiable patient and clinical characteristics. These findings add to the literature regarding effectiveness of shorter rifampicinresistant tuberculosis treatment regimens.
The use of bedaquiline instead of an injectable in a shorter rifampicin-resistant tuberculosis treatment regimen is associated with significant improvement in treatment success 24 months after treatment initiation, and significantly lower mortality and loss to follow-up during treatment. Bedaquiline could replace injectables in short regimens for all patients who are eligible, while efforts continue to further improve the effectiveness, safety, and completion of rifampicin-resistant tuberculosis regimens.

Contributors
NN and FC led discussions to update rifampicin-resistant and multidrug-resistant tuberculosis guidelines to include a shorter treatment regimen, trained health-care workers on the shorter rifampicin-resistant tuberculosis regimen, and coordinated implementation of the shorter treatment regimen. NN, JRC, FC, KN, and DM conceived and designed the data analysis. NN drafted the manuscript. JRC did the statistical analysis with inputs from NN. NN, JRC, GMe, GMa, HSS, JH, XP, AR, RR, FI, ME, HF, FC, KN, and DM interpreted the findings and revised the manuscript. All authors approved the final version for publication. All authors had access to all of the data in the study; NN, FC, DM, and JRC verified the raw data. The corresponding author had full access to all the data in the study and had final responsibility for the decision to submit for publication.

Declaration of interests
We declare no competing interests.

Data sharing
The data used for this analysis in the form of deidentified participant data and a data dictionary will be made available after publication. Investigators wishing to access these data will need to have an approved research proposal and complete a data access agreement. All inquiries should be sent to the corresponding author (Norbert.Ndjeka@health. gov.za or norbertndjeka@gmail.com).